Precise Performance Analysis of the LASSO under Matrix Uncertainties

Ayed M. Alrashdi, Ismail Ben Atitallah, Tareq Y. Al-Naffouri +1

In this paper, we consider the problem of recovering an unknown sparse signal $\xv_0 \in \mathbb{R}^n$ from noisy linear measurements $\yv = \Hm \xv_0+ \zv \in \mathbb{R}^m$. A pop…